Downloads · 30 days
7
16% of all-time downloads
nlp-btl-wikilingua-b
HoangQuocViet25/nlp-btl-wikilingua-b
nlp-btl-wikilingua-b is a summarization model from HoangQuocViet25. Use it when you need a shorter version of a longer text. The card lists the license as mit.
All-time downloads
45
Public
Parameters
226M
905 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors904 MB · 99%
At a glance
- Task
- Summarization
- License
- mit
- Model type
- t5
- Access
- Public
- Created
- Aug 19, 2026
- Updated
- Aug 19, 2026
- SHA
- 03c9dc11
Base models
Datasets
Model card
From the Hugging Face model README
Usage
from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
tok = AutoTokenizer.from_pretrained("HoangQuocViet25/nlp-btl-wikilingua-b")
net = AutoModelForSeq2SeqLM.from_pretrained("HoangQuocViet25/nlp-btl-wikilingua-b").eval()
# ViT5's own preprocessing: no task prefix, EOS appended to the raw string.
enc = tok(article.strip() + "</s>", return_tensors="pt", truncation=True, max_length=1024)
out = net.generate(**enc, num_beams=4, length_penalty=1.0, max_new_tokens=256,
early_stopping=True)
print(tok.decode(out[0], skip_special_tokens=True))
- Task
- Summarization
- Type
- t5
- License
- mit
- Languages
- vi
- Created
- Aug 19, 2026
- Updated
- Aug 19, 2026